As easily as people go missing in a city. The world is a pretty large place. There are plenty of aircraft flitting here and there every hour of every day. Fire probably incapacitate the crew or decompression and interrupted the transponder.
But with so many spy satellites (may be hundreds in number) around the world, is it believable that none of them spotted an object as big as this plane?